NeuralSim: Augmenting differentiable simulators with neural networks
Differentiable simulators provide an avenue for closing the sim-to-real gap by enabling the
use of efficient, gradient-based optimization algorithms to find the simulation parameters that …
use of efficient, gradient-based optimization algorithms to find the simulation parameters that …
A differentiable physics engine for deep learning in robotics
An important field in robotics is the optimization of controllers. Currently, robots are often
treated as a black box in this optimization process, which is the reason why derivative-free …
treated as a black box in this optimization process, which is the reason why derivative-free …
Graspit! a versatile simulator for robotic gras**
AT Miller, PK Allen - IEEE Robotics & Automation Magazine, 2004 - ieeexplore.ieee.org
A robotic gras** simulator, called Graspit!, is presented as versatile tool for the gras**
community. The focus of the grasp analysis has been on force-closure grasps, which are …
community. The focus of the grasp analysis has been on force-closure grasps, which are …
Differentiable dynamics for articulated 3d human motion reconstruction
We introduce DiffPhy, a differentiable physics-based model for articulated 3d human motion
reconstruction from video. Applications of physics-based reasoning in human motion …
reconstruction from video. Applications of physics-based reasoning in human motion …
Design of a momentum-based control framework and application to the humanoid robot atlas
This paper presents a momentum-based control framework for floating-base robots and its
application to the humanoid robot “Atlas”. At the heart of the control framework lies a …
application to the humanoid robot “Atlas”. At the heart of the control framework lies a …
Planning and control for cooperative manipulation and transportation with aerial robots
We consider the problem of controlling multiple robots manipulating and transporting a
payload in three dimensions via cables. Individual robot control laws and motion plans …
payload in three dimensions via cables. Individual robot control laws and motion plans …
Nonconvex rigid bodies with stacking
We consider the simulation of nonconvex rigid bodies focusing on interactions such as
collision, contact, friction (kinetic, static, rolling and spinning) and stacking. We advocate …
collision, contact, friction (kinetic, static, rolling and spinning) and stacking. We advocate …
[PDF][PDF] Intersection-free rigid body dynamics
Simulations of rigid objects with contact resolution and friction are ubiquitous in computer
graphics and robotics. Rigid body models do not deform. Equipped with just rotational and …
graphics and robotics. Rigid body models do not deform. Equipped with just rotational and …
Design and testing of a selectively compliant underactuated hand
DM Aukes, B Heyneman, J Ulmen… - … Journal of Robotics …, 2014 - journals.sagepub.com
Motivated by the requirements of mobile manipulation, a compliant underactuated hand,
capable of locking individual joints, has been developed. Locking is accomplished with …
capable of locking individual joints, has been developed. Locking is accomplished with …
Dynamics filter-concept and implementation of online motion generator for human figures
In this paper, we describe the concept and implementation of a dynamics filter, an online, full-
body motion generator that converts a physically infeasible reference motion into a feasible …
body motion generator that converts a physically infeasible reference motion into a feasible …